Triple

T20830041
Position Surface form Disambiguated ID Type / Status
Subject Closer Economic Relations Trade Agreement E512803 entity
Predicate hasUpdate P5357 FINISHED
Object Protocol on Trade in Services
The Protocol on Trade in Services is an agreement that further liberalizes and regulates trade in services between Australia and New Zealand under their Closer Economic Relations framework.
E1452665 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Protocol on Trade in Services | Statement: [Closer Economic Relations Trade Agreement, hasUpdate, Protocol on Trade in Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Protocol on Trade in Services
Context triple: [Closer Economic Relations Trade Agreement, hasUpdate, Protocol on Trade in Services]
  • A. General Agreement on Trade in Services
    The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
  • B. Article XIV bis of the General Agreement on Trade in Services
    Article XIV bis of the General Agreement on Trade in Services is the provision that allows World Trade Organization members to restrict trade in services for essential security reasons, paralleling the security exceptions found in GATT 1994.
  • C. Agreement on Technical Barriers to Trade
    The Agreement on Technical Barriers to Trade is a World Trade Organization treaty that disciplines how governments design and apply technical regulations, standards, and conformity assessment procedures so they do not create unnecessary obstacles to international trade.
  • D. Council for Trade in Services
    The Council for Trade in Services is a key WTO body responsible for overseeing the implementation of global rules and negotiations on international trade in services.
  • E. APEC Services Cooperation Framework
    The APEC Services Cooperation Framework is a strategic initiative within the Asia-Pacific Economic Cooperation aimed at enhancing regional collaboration, policy coherence, and capacity building to boost the development and competitiveness of the services sector across member economies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Protocol on Trade in Services
Triple: [Closer Economic Relations Trade Agreement, hasUpdate, Protocol on Trade in Services]
Generated description
The Protocol on Trade in Services is an agreement that further liberalizes and regulates trade in services between Australia and New Zealand under their Closer Economic Relations framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Protocol on Trade in Services
Target entity description: The Protocol on Trade in Services is an agreement that further liberalizes and regulates trade in services between Australia and New Zealand under their Closer Economic Relations framework.
  • A. General Agreement on Trade in Services
    The General Agreement on Trade in Services (GATS) is the main international treaty governing global trade in services, setting rules and commitments for how countries open and regulate their service sectors.
  • B. Article XIV bis of the General Agreement on Trade in Services
    Article XIV bis of the General Agreement on Trade in Services is the provision that allows World Trade Organization members to restrict trade in services for essential security reasons, paralleling the security exceptions found in GATT 1994.
  • C. Agreement on Technical Barriers to Trade
    The Agreement on Technical Barriers to Trade is a World Trade Organization treaty that disciplines how governments design and apply technical regulations, standards, and conformity assessment procedures so they do not create unnecessary obstacles to international trade.
  • D. Council for Trade in Services
    The Council for Trade in Services is a key WTO body responsible for overseeing the implementation of global rules and negotiations on international trade in services.
  • E. APEC Services Cooperation Framework
    The APEC Services Cooperation Framework is a strategic initiative within the Asia-Pacific Economic Cooperation aimed at enhancing regional collaboration, policy coherence, and capacity building to boost the development and competitiveness of the services sector across member economies.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0b4ce39108190a6e8e5df4f1c8dc5 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c32177188190ad67572cb3b5db74 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0900808ae48190ad706c5de31acbd4 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a09016ee480819085bfe8ab3ee79b88 completed May 16, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09024abbd081908d47b3f9f5d28561 completed May 16, 2026, 11:48 p.m.
Created at: April 16, 2026, 12:42 p.m.